Data Profiling Report

Basic Statistics

Raw Counts

Name	Value
Rows	7,375
Columns	91
Discrete columns	44
Continuous columns	47
All missing columns	0
Missing observations	6,634
Complete Rows	2,660
Total observations	671,125
Memory allocation	3.9 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 2 columns ignored with more than 50 categories.
## release_date: 4697 categories
## Date.CONVERT: 4697 categories

QQ Plot

## Warning: Removed 598 rows containing non-finite values (stat_qq).

## Warning: Removed 598 rows containing non-finite values (stat_qq_line).

## Warning: Removed 49 rows containing non-finite values (stat_qq).

## Warning: Removed 49 rows containing non-finite values (stat_qq_line).

## Warning: Removed 95 rows containing non-finite values (stat_qq).

## Warning: Removed 95 rows containing non-finite values (stat_qq_line).

## Warning: Removed 36 rows containing non-finite values (stat_qq).

## Warning: Removed 36 rows containing non-finite values (stat_qq_line).

## Warning: Removed 36 rows containing non-finite values (stat_qq).

## Warning: Removed 36 rows containing non-finite values (stat_qq_line).

## Warning: Removed 8 rows containing non-finite values (stat_qq).

## Warning: Removed 8 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## 3 features with more than 20 categories ignored!
## original_language: 31 categories
## release_date: 2186 categories
## Date.CONVERT: 2186 categories

## Warning in cor(x = structure(list(id = c(1L, 2L, 3L, 7L, 9L, 10L, 11L, 12L, :
## the standard deviation is zero

Principal Component Analysis

## 2 features with more than 50 categories ignored!
## release_date: 2186 categories
## Date.CONVERT: 2186 categories

## Warning in plot_prcomp(data = structure(list(id = c(1L, 2L, 3L, 7L, 9L, : The following features are dropped due to zero variance:
##  * actor2_movies_5y_cnt
##  * sw_has_poster_1